url_pitching = https://baseballsavant.mlb.com/statcast_search?hfPT=&hfAB=&hfBBT=&hfPR=&hfZ=&stadium=&hfBBL=&hfNewZones=&hfGT=R%7C&hfC=&hfSea=2018%7C&hfSit=&player_type=pitcher&hfOuts=&opponent=&pitcher_throws=&batter_stands=&hfSA=&game_date_gt=&game_date_lt=&team=BOS&position=&hfRO=&home_road=&hfFlag=&metric_1=&hfInn=&min_pitches=0&min_results=0&group_by=name&sort_col=pitches&player_event_sort=h_launch_speed&sort_order=desc&min_abs=0#results
url_batting = https://baseballsavant.mlb.com/statcast_search?hfPT=&hfAB=&hfBBT=&hfPR=&hfZ=&stadium=&hfBBL=&hfNewZones=&hfGT=R%7C&hfC=&hfSea=2018%7C&hfSit=&player_type=batter&hfOuts=&opponent=&pitcher_throws=&batter_stands=&hfSA=&game_date_gt=&game_date_lt=&team=BOS&position=&hfRO=&home_road=&hfFlag=&metric_1=&hfInn=&min_pitches=0&min_results=0&group_by=name&sort_col=pitches&player_event_sort=h_launch_speed&sort_order=desc&min_abs=0#results
This data comes from the mlb statcast dataset. The data can be found at the above urls by clicking on the icon above the graphs column in the table. Then load the data as shown below.
library(tidyverse)## -- Attaching packages --------------------------------------------------------------------------------- tidyverse 1.2.1 --## v ggplot2 2.2.1 v purrr 0.2.4
## v tibble 1.4.2 v dplyr 0.7.4
## v tidyr 0.8.0 v stringr 1.2.0
## v readr 1.1.1 v forcats 0.2.0## Warning: package 'tidyr' was built under R version 3.4.4## -- Conflicts ------------------------------------------------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()library(stringr)
library(rvest)## Loading required package: xml2##
## Attaching package: 'rvest'## The following object is masked from 'package:purrr':
##
## pluck## The following object is masked from 'package:readr':
##
## guess_encodinglibrary(ggplot2)
library(plotly)## Warning: package 'plotly' was built under R version 3.4.4##
## Attaching package: 'plotly'## The following object is masked from 'package:ggplot2':
##
## last_plot## The following object is masked from 'package:stats':
##
## filter## The following object is masked from 'package:graphics':
##
## layoutfinal_pitching_data_table <- read_csv("redsox_pitching_5132018.csv")## Warning: Duplicated column names deduplicated: 'pos2_person_id' =>
## 'pos2_person_id_1' [61]## Parsed with column specification:
## cols(
## .default = col_character(),
## game_date = col_date(format = ""),
## batter = col_integer(),
## pitcher = col_integer(),
## balls = col_integer(),
## strikes = col_integer(),
## game_year = col_integer(),
## outs_when_up = col_integer(),
## inning = col_integer(),
## game_pk = col_integer(),
## at_bat_number = col_integer(),
## pitch_number = col_integer(),
## home_score = col_integer(),
## away_score = col_integer(),
## bat_score = col_integer(),
## fld_score = col_integer(),
## post_away_score = col_integer(),
## post_home_score = col_integer(),
## post_bat_score = col_integer(),
## post_fld_score = col_integer()
## )## See spec(...) for full column specifications.final_batting_data_table <- read_csv("redsox_batting_5132018.csv")## Warning: Duplicated column names deduplicated: 'pos2_person_id' =>
## 'pos2_person_id_1' [61]## Parsed with column specification:
## cols(
## .default = col_character(),
## game_date = col_date(format = ""),
## batter = col_integer(),
## pitcher = col_integer(),
## balls = col_integer(),
## strikes = col_integer(),
## game_year = col_integer(),
## outs_when_up = col_integer(),
## inning = col_integer(),
## game_pk = col_integer(),
## at_bat_number = col_integer(),
## pitch_number = col_integer(),
## home_score = col_integer(),
## away_score = col_integer(),
## bat_score = col_integer(),
## fld_score = col_integer(),
## post_away_score = col_integer(),
## post_home_score = col_integer(),
## post_bat_score = col_integer(),
## post_fld_score = col_integer()
## )
## See spec(...) for full column specifications.head(final_pitching_data_table)## # A tibble: 6 x 87
## pitch_type game_date release_speed release_pos_x release_pos_z
## <chr> <date> <chr> <chr> <chr>
## 1 FF 2018-05-12 96.6 -3.1489 4.8075
## 2 KC 2018-05-12 86.8 -3.0017 4.7448
## 3 FF 2018-05-12 96.3 -3.0122 4.8443
## 4 FF 2018-05-12 96.6 -2.8003 4.8929
## 5 FF 2018-05-12 97.1 -3.0436 4.8279
## 6 KC 2018-05-12 84.3 -2.9241 4.8362
## # ... with 82 more variables: player_name <chr>, batter <int>,
## # pitcher <int>, events <chr>, description <chr>, spin_dir <chr>,
## # spin_rate_deprecated <chr>, break_angle_deprecated <chr>,
## # break_length_deprecated <chr>, zone <chr>, des <chr>, game_type <chr>,
## # stand <chr>, p_throws <chr>, home_team <chr>, away_team <chr>,
## # type <chr>, hit_location <chr>, bb_type <chr>, balls <int>,
## # strikes <int>, game_year <int>, pfx_x <chr>, pfx_z <chr>,
## # plate_x <chr>, plate_z <chr>, on_3b <chr>, on_2b <chr>, on_1b <chr>,
## # outs_when_up <int>, inning <int>, inning_topbot <chr>, hc_x <chr>,
## # hc_y <chr>, tfs_deprecated <chr>, tfs_zulu_deprecated <chr>,
## # pos2_person_id <chr>, umpire <chr>, sv_id <chr>, vx0 <chr>, vy0 <chr>,
## # vz0 <chr>, ax <chr>, ay <chr>, az <chr>, sz_top <chr>, sz_bot <chr>,
## # hit_distance_sc <chr>, launch_speed <chr>, launch_angle <chr>,
## # effective_speed <chr>, release_spin_rate <chr>,
## # release_extension <chr>, game_pk <int>, pos1_person_id <chr>,
## # pos2_person_id_1 <chr>, pos3_person_id <chr>, pos4_person_id <chr>,
## # pos5_person_id <chr>, pos6_person_id <chr>, pos7_person_id <chr>,
## # pos8_person_id <chr>, pos9_person_id <chr>, release_pos_y <chr>,
## # estimated_ba_using_speedangle <chr>,
## # estimated_woba_using_speedangle <chr>, woba_value <chr>,
## # woba_denom <chr>, babip_value <chr>, iso_value <chr>,
## # launch_speed_angle <chr>, at_bat_number <int>, pitch_number <int>,
## # pitch_name <chr>, home_score <int>, away_score <int>, bat_score <int>,
## # fld_score <int>, post_away_score <int>, post_home_score <int>,
## # post_bat_score <int>, post_fld_score <int>head(final_batting_data_table)## # A tibble: 6 x 87
## pitch_type game_date release_speed release_pos_x release_pos_z
## <chr> <date> <chr> <chr> <chr>
## 1 FF 2018-05-12 96.2 -2.1301 5.8072
## 2 FC 2018-05-12 88.8 -2.1697 5.8660
## 3 FC 2018-05-12 88.7 -2.2286 5.8761
## 4 FC 2018-05-12 88.4 -2.3845 5.7680
## 5 FF 2018-05-12 95.4 -2.2892 5.7659
## 6 FF 2018-05-12 94.9 -2.2536 5.8817
## # ... with 82 more variables: player_name <chr>, batter <int>,
## # pitcher <int>, events <chr>, description <chr>, spin_dir <chr>,
## # spin_rate_deprecated <chr>, break_angle_deprecated <chr>,
## # break_length_deprecated <chr>, zone <chr>, des <chr>, game_type <chr>,
## # stand <chr>, p_throws <chr>, home_team <chr>, away_team <chr>,
## # type <chr>, hit_location <chr>, bb_type <chr>, balls <int>,
## # strikes <int>, game_year <int>, pfx_x <chr>, pfx_z <chr>,
## # plate_x <chr>, plate_z <chr>, on_3b <chr>, on_2b <chr>, on_1b <chr>,
## # outs_when_up <int>, inning <int>, inning_topbot <chr>, hc_x <chr>,
## # hc_y <chr>, tfs_deprecated <chr>, tfs_zulu_deprecated <chr>,
## # pos2_person_id <chr>, umpire <chr>, sv_id <chr>, vx0 <chr>, vy0 <chr>,
## # vz0 <chr>, ax <chr>, ay <chr>, az <chr>, sz_top <chr>, sz_bot <chr>,
## # hit_distance_sc <chr>, launch_speed <chr>, launch_angle <chr>,
## # effective_speed <chr>, release_spin_rate <chr>,
## # release_extension <chr>, game_pk <int>, pos1_person_id <chr>,
## # pos2_person_id_1 <chr>, pos3_person_id <chr>, pos4_person_id <chr>,
## # pos5_person_id <chr>, pos6_person_id <chr>, pos7_person_id <chr>,
## # pos8_person_id <chr>, pos9_person_id <chr>, release_pos_y <chr>,
## # estimated_ba_using_speedangle <chr>,
## # estimated_woba_using_speedangle <chr>, woba_value <chr>,
## # woba_denom <chr>, babip_value <chr>, iso_value <chr>,
## # launch_speed_angle <chr>, at_bat_number <int>, pitch_number <int>,
## # pitch_name <chr>, home_score <int>, away_score <int>, bat_score <int>,
## # fld_score <int>, post_away_score <int>, post_home_score <int>,
## # post_bat_score <int>, post_fld_score <int>If we look at the pitching and batting data we will notice that there are fields with ids that are not translated to names. So we will use the batting and pitching data to generate ids for each person. Since the player_name is the name of the batter/pitcher in their respective data sets we should be able to get all the ids by extracting the player_name with the batter field for the batting table and the player_name field with the pitcher field for the pitching data.
batter_id_table <- final_batting_data_table %>%
group_by(player_name, batter) %>%
select(player_name, batter) %>%
distinct
pitcher_id_table <- final_pitching_data_table %>%
group_by(player_name, pitcher) %>%
select(player_name, pitcher) %>%
distinct
head(batter_id_table)## # A tibble: 6 x 2
## # Groups: player_name, batter [6]
## player_name batter
## <chr> <int>
## 1 Hanley Ramirez 434670
## 2 Andrew Benintendi 643217
## 3 Mookie Betts 605141
## 4 Christian Vazquez 543877
## 5 Jackie Bradley Jr. 598265
## 6 Eduardo Nunez 456488head(pitcher_id_table)## # A tibble: 6 x 2
## # Groups: player_name, pitcher [6]
## player_name pitcher
## <chr> <int>
## 1 Craig Kimbrel 518886
## 2 Joe Kelly 523260
## 3 Hector Velazquez 584171
## 4 Carson Smith 605476
## 5 David Price 456034
## 6 Brian Johnson 598271Mookie Betts is having a standout season. I would like to focus on data regarding Mookie’s at bats.
mookie_data <- final_batting_data_table %>%
filter(player_name=="Mookie Betts")
mookie_data## # A tibble: 618 x 87
## pitch_type game_date release_speed release_pos_x release_pos_z
## <chr> <date> <chr> <chr> <chr>
## 1 FF 2018-05-12 94.9 -2.2536 5.8817
## 2 FF 2018-05-12 95.8 -2.2788 5.8093
## 3 FT 2018-05-12 97.3 -2.4584 5.7709
## 4 FF 2018-05-12 96.1 -2.2799 5.7348
## 5 FF 2018-05-12 95.9 -1.9824 5.7779
## 6 FF 2018-05-12 95.7 -2.3119 5.7480
## 7 FT 2018-05-12 92.7 -2.0106 5.7367
## 8 FT 2018-05-12 95.4 -1.9052 5.7733
## 9 FT 2018-05-12 92.6 -2.0007 5.6860
## 10 FT 2018-05-12 92.4 -2.0615 5.7085
## # ... with 608 more rows, and 82 more variables: player_name <chr>,
## # batter <int>, pitcher <int>, events <chr>, description <chr>,
## # spin_dir <chr>, spin_rate_deprecated <chr>,
## # break_angle_deprecated <chr>, break_length_deprecated <chr>,
## # zone <chr>, des <chr>, game_type <chr>, stand <chr>, p_throws <chr>,
## # home_team <chr>, away_team <chr>, type <chr>, hit_location <chr>,
## # bb_type <chr>, balls <int>, strikes <int>, game_year <int>,
## # pfx_x <chr>, pfx_z <chr>, plate_x <chr>, plate_z <chr>, on_3b <chr>,
## # on_2b <chr>, on_1b <chr>, outs_when_up <int>, inning <int>,
## # inning_topbot <chr>, hc_x <chr>, hc_y <chr>, tfs_deprecated <chr>,
## # tfs_zulu_deprecated <chr>, pos2_person_id <chr>, umpire <chr>,
## # sv_id <chr>, vx0 <chr>, vy0 <chr>, vz0 <chr>, ax <chr>, ay <chr>,
## # az <chr>, sz_top <chr>, sz_bot <chr>, hit_distance_sc <chr>,
## # launch_speed <chr>, launch_angle <chr>, effective_speed <chr>,
## # release_spin_rate <chr>, release_extension <chr>, game_pk <int>,
## # pos1_person_id <chr>, pos2_person_id_1 <chr>, pos3_person_id <chr>,
## # pos4_person_id <chr>, pos5_person_id <chr>, pos6_person_id <chr>,
## # pos7_person_id <chr>, pos8_person_id <chr>, pos9_person_id <chr>,
## # release_pos_y <chr>, estimated_ba_using_speedangle <chr>,
## # estimated_woba_using_speedangle <chr>, woba_value <chr>,
## # woba_denom <chr>, babip_value <chr>, iso_value <chr>,
## # launch_speed_angle <chr>, at_bat_number <int>, pitch_number <int>,
## # pitch_name <chr>, home_score <int>, away_score <int>, bat_score <int>,
## # fld_score <int>, post_away_score <int>, post_home_score <int>,
## # post_bat_score <int>, post_fld_score <int>mookie_data <- mookie_data %>%
mutate(rbi=post_bat_score-bat_score)
mookie_data %>%
group_by(events) %>%
summarize(count=n())## # A tibble: 15 x 2
## events count
## <chr> <int>
## 1 double 15
## 2 field_error 2
## 3 field_out 61
## 4 force_out 3
## 5 grounded_into_double_play 2
## 6 hit_by_pitch 3
## 7 home_run 13
## 8 intent_walk 2
## 9 null 463
## 10 other_out 1
## 11 sac_fly 2
## 12 single 18
## 13 strikeout 17
## 14 triple 1
## 15 walk 15Lets look at the at bats but grouped based on pitch type.
mookie_data %>%
group_by(events, pitch_name) %>%
summarize(count=n())## # A tibble: 64 x 3
## # Groups: events [?]
## events pitch_name count
## <chr> <chr> <int>
## 1 double 2-Seam Fastball 1
## 2 double 4-Seam Fastball 6
## 3 double Changeup 3
## 4 double Curveball 1
## 5 double Slider 4
## 6 field_error Changeup 1
## 7 field_error Slider 1
## 8 field_out 2-Seam Fastball 8
## 9 field_out 4-Seam Fastball 27
## 10 field_out Changeup 10
## # ... with 54 more rowsSome raw data links to column names https://fastballs.wordpress.com/category/pitchfx-glossary/
pfx_x: the horizontal movement, in inches, of the pitch between the release point and home plate, as compared to a theoretical pitch thrown at the same speed with no spin-induced movement. This parameter is measured at y=40 feet regardless of the y0 value.
pfx_z: the vertical movement, in inches, of the pitch between the release point and home plate, as compared to a theoretical pitch thrown at the same speed with no spin-induced movement. This parameter is measured at y=40 feet regardless of the y0 value.
plate_x: the left/right distance, in feet, of the pitch from the middle of the plate as it crossed home plate. The PITCHf/x coordinate system is oriented to the catcher’s/umpire’s perspective, with distances to the right being positive and to the left being negative.
plate_z: the height of the pitch in feet as it crossed the front of home plate.
mookie_bat_data <- mookie_data %>%
select(events, pitch_name, release_speed, pitcher, bb_type, pfx_x, pfx_z, plate_x, plate_z, launch_angle, launch_speed, hit_distance_sc, sz_top, sz_bot)
mookie_bat_data %>%
filter(events=="home_run") %>%
head()## # A tibble: 6 x 14
## events pitch_name release_speed pitcher bb_type pfx_x pfx_z plate_x
## <chr> <chr> <chr> <int> <chr> <chr> <chr> <chr>
## 1 home_r~ 2-Seam Fast~ 86.0 112526 fly_ball -1.2~ 0.76~ -0.2037
## 2 home_r~ 4-Seam Fast~ 92.9 501985 line_dri~ 0.85~ 1.60~ 0.3792
## 3 home_r~ 2-Seam Fast~ 92.9 518633 fly_ball 0.90~ 1.30~ 0.7083
## 4 home_r~ Slider 86.8 518633 fly_ball -0.2~ 0.13~ -0.0138
## 5 home_r~ Changeup 83.9 518633 fly_ball 1.12~ 1.21~ -0.3759
## 6 home_r~ 4-Seam Fast~ 91.6 592130 fly_ball -1.1~ 1.32~ 0.6080
## # ... with 6 more variables: plate_z <chr>, launch_angle <chr>,
## # launch_speed <chr>, hit_distance_sc <chr>, sz_top <chr>, sz_bot <chr>Before we can analyze and graph this we need to clean it up.
mookie_bat_data <- mookie_bat_data %>%
type_convert(cols(release_speed=col_double(), pfx_x=col_double(), pfx_z=col_double(), plate_x=col_double(), plate_z=col_double(), launch_angle=col_double(), launch_speed=col_double(), hit_distance_sc=col_integer(), sz_top=col_double(), sz_bot=col_double()))## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 3]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 6]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 7]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 8]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 9]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [1, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [2, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [3, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [4, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [5, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [7, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [9, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [12, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [14, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [15, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [17, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [18, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [19, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [20, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [21, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [22, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [24, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [25, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [26, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [28, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [29, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [30, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [31, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [32, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [34, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [35, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [37, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [38, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [39, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [40, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [41, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [42, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [43, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [44, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [45, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [46, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [47, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [48, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [49, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [51, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [52, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [54, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [56, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [57, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [58, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [60, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [61, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [62, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [63, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [64, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [70, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [71, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [72, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [73, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [74, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [76, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [77, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [79, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [80, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [81, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [82, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [83, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [88, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [89, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [90, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [92, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [94, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [96, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [97, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [100, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [101, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [102, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [103, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [104, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [105, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [107, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [109, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [110, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [112, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [113, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [115, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [117, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [118, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [119, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [120, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [121, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [122, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [123, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [124, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [125, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [126, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [128, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [129, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [131, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [132, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [133, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [135, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [137, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [138, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [139, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [140, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [144, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [146, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [149, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [150, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [152, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [153, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [154, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [156, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [158, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [160, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [162, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [163, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [166, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [167, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [168, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [171, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [173, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [174, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [176, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [177, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [178, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [179, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [181, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [183, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [185, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [186, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [187, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [188, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [189, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [190, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [192, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [193, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [194, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [195, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [196, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [198, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [199, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [200, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [202, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [204, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [206, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [207, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [208, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [209, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [210, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [211, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [213, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [214, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [218, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [219, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [221, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [222, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [223, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [225, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [227, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [228, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [229, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [231, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [232, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [234, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [236, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [237, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [238, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [239, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [240, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [242, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [243, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [245, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [246, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [247, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [249, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [250, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [251, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [253, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [254, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [256, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [257, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [259, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [261, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [262, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [263, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [264, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [265, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [266, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [267, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [268, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [272, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [274, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [275, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [276, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [277, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [278, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [279, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [280, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [281, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [282, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [284, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [291, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [293, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [294, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [295, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [297, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [298, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [299, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [300, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [302, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [303, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [305, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [306, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [307, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [308, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [309, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [310, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [311, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [313, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [314, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [317, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [318, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [320, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [323, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [324, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [325, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [326, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [327, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [329, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [330, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [331, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [332, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [334, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [335, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [336, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [337, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [339, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [340, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [341, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [342, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [343, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [344, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [345, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [348, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [350, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [351, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [352, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [353, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [355, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [356, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [359, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [360, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [363, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [365, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [366, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [367, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [368, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [369, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [371, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [372, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [373, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [374, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [375, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [376, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [377, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [378, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [381, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [382, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [384, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [385, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [386, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [388, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [389, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [390, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [391, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [392, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [394, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [395, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [396, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [397, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [398, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [399, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [400, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [401, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [403, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [404, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [408, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [410, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [411, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [412, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [413, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [414, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [415, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [416, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [417, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [418, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [420, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [421, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [422, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [423, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [425, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [426, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [427, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [428, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [431, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [432, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [433, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [435, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [436, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [437, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [439, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [440, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [441, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [442, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [443, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [444, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [445, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [448, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [449, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [451, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [453, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [456, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [457, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [458, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [459, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [460, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [461, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [462, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [463, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [464, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [466, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [467, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [468, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [469, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [471, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [473, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [474, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [475, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [476, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [478, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [479, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [480, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [481, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [482, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [483, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [484, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [485, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [486, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [487, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [488, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [490, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [491, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [492, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [493, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [498, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [499, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [501, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [502, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [504, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [505, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [508, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [510, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [511, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [513, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [515, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [516, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [517, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [519, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [521, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [522, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [523, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [525, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [527, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [529, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [530, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [531, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [533, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [534, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [535, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [537, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [538, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [540, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [541, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [542, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [545, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [546, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [547, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [548, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [550, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [551, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [552, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [553, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [554, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [555, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [558, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [560, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [561, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [562, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [563, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [564, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [565, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [566, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [567, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [568, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [569, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [570, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [571, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [573, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [575, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [577, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [578, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [579, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [580, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [582, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [583, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [584, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [586, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [587, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [588, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [589, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [590, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [591, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [592, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [594, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [595, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [596, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [597, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [600, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [602, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [603, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [605, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [606, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [607, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [608, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [609, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [610, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [611, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [613, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [614, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [615, 10]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [1, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [2, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [3, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [4, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [5, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [7, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [9, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [12, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [14, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [15, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [17, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [18, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [19, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [20, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [21, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [22, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [24, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [25, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [26, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [28, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [29, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [30, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [31, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [32, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [34, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [35, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [37, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [38, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [39, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [40, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [41, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [42, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [43, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [44, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [45, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [46, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [47, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [48, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [49, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [51, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [52, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [54, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [56, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [57, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [58, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [60, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [61, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [62, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [63, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [64, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [70, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [71, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [72, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [73, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [74, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [76, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [77, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [79, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [80, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [81, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [82, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [83, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [88, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [89, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [90, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [92, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [94, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [96, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [97, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [100, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [101, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [102, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [103, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [104, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [105, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [107, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [109, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [110, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [112, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [113, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [115, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [117, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [118, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [119, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [120, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [121, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [122, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [123, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [124, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [125, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [126, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [128, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [129, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [131, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [132, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [133, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [135, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [137, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [138, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [139, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [140, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [144, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [146, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [149, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [150, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [152, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [153, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [154, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [156, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [158, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [160, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [162, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [163, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [166, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [167, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [168, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [171, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [173, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [174, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [176, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [177, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [178, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [179, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [181, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [183, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [185, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [186, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [187, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [188, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [189, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [190, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [192, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [193, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [194, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [195, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [196, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [198, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [199, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [200, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [202, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [204, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [206, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [207, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [208, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [209, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [210, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [211, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [213, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [214, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [218, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [219, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [221, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [222, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [223, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [225, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [227, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [228, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [229, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [231, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [232, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [234, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [236, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [237, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [238, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [239, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [240, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [242, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [243, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [245, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [246, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [247, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [249, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [250, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [251, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [253, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [254, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [256, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [257, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [259, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [261, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [262, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [263, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [264, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [265, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [266, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [267, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [268, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [272, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [274, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [275, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [276, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [277, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [278, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [279, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [280, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [281, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [282, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [284, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [291, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [293, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [294, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [295, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [297, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [298, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [299, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [300, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [302, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [303, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [305, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [306, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [307, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [308, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [309, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [310, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [311, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [313, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [314, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [317, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [318, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [320, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [323, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [324, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [325, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [326, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [327, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [329, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [330, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [331, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [332, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [334, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [335, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [336, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [337, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [339, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [340, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [341, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [342, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [343, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [344, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [345, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [348, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [350, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [351, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [352, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [353, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [355, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [356, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [359, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [360, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [363, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [365, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [366, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [367, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [368, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [369, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [371, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [372, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [373, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [374, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [375, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [376, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [377, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [378, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [381, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [382, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [384, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [385, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [386, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [388, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [389, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [390, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [391, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [392, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [394, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [395, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [396, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [397, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [398, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [399, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [400, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [401, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [403, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [404, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [408, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [410, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [411, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [412, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [413, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [414, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [415, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [416, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [417, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [418, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [420, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [421, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [422, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [423, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [425, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [426, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [427, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [428, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [431, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [432, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [433, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [435, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [436, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [437, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [439, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [440, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [441, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [442, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [443, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [444, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [445, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [448, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [449, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [451, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [453, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [456, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [457, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [458, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [459, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [460, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [461, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [462, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [463, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [464, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [466, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [467, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [468, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [469, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [471, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [473, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [474, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [475, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [476, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [478, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [479, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [480, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [481, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [482, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [483, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [484, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [485, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [486, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [487, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [488, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [490, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [491, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [492, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [493, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [498, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [499, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [501, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [502, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [504, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [505, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [508, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [510, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [511, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [513, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [515, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [516, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [517, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [519, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [521, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [522, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [523, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [525, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [527, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [529, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [530, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [531, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [533, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [534, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [535, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [537, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [538, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [540, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [541, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [542, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [545, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [546, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [547, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [548, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [550, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [551, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [552, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [553, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [554, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [555, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [558, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [560, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [561, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [562, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [563, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [564, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [565, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [566, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [567, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [568, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [569, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [570, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [571, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [573, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [575, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [577, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [578, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [579, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [580, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [582, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [583, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [584, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [586, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [587, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [588, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [589, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [590, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [591, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [592, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [594, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [595, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [596, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [597, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [600, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [602, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [603, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [605, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [606, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [607, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [608, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [609, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [610, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [611, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [613, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [614, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [615, 11]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [1, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [2, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [3, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [4, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [5, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [7, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [9, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [12, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [14, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [15, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [17, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [18, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [19, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [20, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [21, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [22, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [24, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [25, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [26, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [28, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [29, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [30, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [31, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [32, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [34, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [35, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [37, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [38, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [39, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [40, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [41, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [42, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [43, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [44, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [45, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [46, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [47, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [48, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [49, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [51, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [52, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [54, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [56, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [57, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [58, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [60, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [61, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [62, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [63, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [64, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [70, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [71, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [72, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [73, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [74, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [76, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [77, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [79, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [80, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [81, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [82, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [83, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [88, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [89, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [90, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [92, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [94, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [96, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [97, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [100, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [101, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [102, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [103, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [104, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [105, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [107, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [109, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [110, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [112, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [113, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [115, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [116, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [117, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [118, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [119, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [120, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [121, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [122, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [123, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [124, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [125, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [126, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [128, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [129, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [131, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [132, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [133, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [135, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [137, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [138, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [139, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [140, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [144, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [146, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [149, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [150, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [152, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [153, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [154, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [156, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [158, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [160, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [162, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [163, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [166, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [167, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [168, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [171, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [173, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [174, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [176, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [177, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [178, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [179, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [181, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [183, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [185, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [186, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [187, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [188, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [189, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [190, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [192, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [193, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [194, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [195, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [196, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [198, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [199, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [200, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [202, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [204, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [206, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [207, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [208, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [209, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [210, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [211, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [213, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [214, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [218, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [219, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [221, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [222, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [223, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [225, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [226, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [227, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [228, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [229, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [231, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [232, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [234, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [235, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [236, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [237, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [238, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [239, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [240, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [242, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [243, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [245, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [246, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [247, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [249, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [250, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [251, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [253, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [254, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [256, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [257, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [259, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [261, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [262, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [263, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [264, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [265, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [266, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [267, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [268, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [269, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [272, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [274, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [275, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [276, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [277, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [278, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [279, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [280, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [281, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [282, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [284, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [291, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [293, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [294, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [295, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [297, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [298, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [299, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [300, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [302, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [303, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [305, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [306, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [307, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [308, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [309, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [310, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [311, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [313, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [314, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [317, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [318, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [320, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [323, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [324, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [325, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [326, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [327, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [329, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [330, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [331, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [332, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [334, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [335, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [336, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [337, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [339, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [340, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [341, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [342, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [343, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [344, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [345, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [348, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [350, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [351, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [352, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [353, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [355, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [356, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [359, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [360, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [363, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [364, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [365, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [366, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [367, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [368, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [369, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [371, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [372, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [373, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [374, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [375, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [376, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [377, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [378, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [381, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [382, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [384, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [385, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [386, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [388, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [389, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [390, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [391, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [392, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [394, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [395, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [396, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [397, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [398, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [399, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [400, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [401, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [403, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [404, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [408, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [410, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [411, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [412, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [413, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [414, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [415, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [416, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [417, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [418, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [420, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [421, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [422, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [423, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [425, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [426, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [427, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [428, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [431, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [432, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [433, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [435, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [436, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [437, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [439, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [440, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [441, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [442, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [443, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [444, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [445, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [448, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [449, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [451, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [453, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [456, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [457, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [458, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [459, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [460, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [461, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [462, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [463, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [464, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [466, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [467, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [468, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [469, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [471, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [473, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [474, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [475, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [476, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [478, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [479, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [480, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [481, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [482, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [483, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [484, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [485, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [486, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [487, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [488, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [490, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [491, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [492, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [493, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [498, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [499, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [501, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [502, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [504, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [505, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [508, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [510, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [511, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [513, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [515, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [516, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [517, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [519, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [521, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [522, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [523, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [525, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [527, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [529, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [530, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [531, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [533, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [534, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [535, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [537, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [538, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [540, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [541, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [542, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [545, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [546, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [547, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [548, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [550, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [551, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [552, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [553, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [554, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [555, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [558, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [559, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [560, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [561, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [562, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [563, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [564, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [565, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [566, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [567, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [568, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [569, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [570, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [571, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [573, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [575, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [577, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [578, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [579, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [580, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [582, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [583, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [584, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [586, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [587, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [588, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [589, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [590, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [591, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [592, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [594, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [595, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [596, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [597, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [600, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [602, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [603, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [605, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [606, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [607, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [608, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [609, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [610, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [611, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [612, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [613, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [614, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [615, 12]: expected an integer, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 13]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 14]: expected a double, but got 'null'## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 14]: expected a double, but got 'null'mookie_bat_data$pitch_name <- as.factor(mookie_bat_data$pitch_name)
mookie_bat_data$events <- as.factor(mookie_bat_data$events)
mookie_bat_data$bb_type <- as.factor(mookie_bat_data$bb_type)
head(mookie_bat_data)## # A tibble: 6 x 14
## events pitch_name release_speed pitcher bb_type pfx_x pfx_z plate_x
## <fct> <fct> <dbl> <int> <fct> <dbl> <dbl> <dbl>
## 1 double 4-Seam Fastb~ 94.9 572193 line_dr~ -0.546 1.23 -0.684
## 2 null 4-Seam Fastb~ 95.8 572193 null -0.669 1.23 0.837
## 3 null 2-Seam Fastb~ 97.3 572193 null -1.31 1.14 1.24
## 4 null 4-Seam Fastb~ 96.1 572193 null -0.361 1.47 -0.718
## 5 null 4-Seam Fastb~ 95.9 572193 null -0.432 1.52 1.73
## 6 null 4-Seam Fastb~ 95.7 572193 null -0.711 1.30 0.263
## # ... with 6 more variables: plate_z <dbl>, launch_angle <dbl>,
## # launch_speed <dbl>, hit_distance_sc <int>, sz_top <dbl>, sz_bot <dbl>strike_zone_top <- mean(mookie_bat_data$sz_top, na.rm=TRUE)
strike_zone_bot <- mean(mookie_bat_data$sz_bot, na.rm=TRUE)
strike_zone_front <- 17/2.0/12
graphed <- ggplot() + geom_rect(aes(xmin=-strike_zone_front, xmax=strike_zone_front, ymin=strike_zone_bot, ymax=strike_zone_top), color="black", fill=NA) + geom_point(data=mookie_bat_data, aes(x=plate_x, y=plate_z, text=sprintf("events: %s<br>Pitch Name: %s<br>Release Speed: %s<br>Launch Angle: %s", events, pitch_name, release_speed, launch_angle))) +
scale_x_continuous(name="Catchers View | left/right distance in feet of center of plat", limits=c(-4, 4), breaks=seq(from=-4, to=4, by=2)) + scale_y_continuous(name="Height above plate In Feet", limits=c(-2, 6), breaks=seq(from=-2, to=6, by=1))## Warning: Ignoring unknown aesthetics: textggplotly(graphed) ## We recommend that you use the dev version of ggplot2 with `ggplotly()`
## Install it with: `devtools::install_github('hadley/ggplot2')`action <- mookie_bat_data %>%
filter(events!="null")
graphed <- ggplot(data=action) + geom_rect(aes(text="Strike Zone", xmin=-strike_zone_front, xmax=strike_zone_front, ymin=strike_zone_bot, ymax=strike_zone_top), color="black", fill=NA, show.legend=TRUE) + geom_point(aes(x=plate_x, y=plate_z, text=sprintf("events: %s<br>Pitch Name: %s<br>Release Speed: %s<br>Launch Angle: %s", events, pitch_name, release_speed, launch_angle), color=events)) +
scale_x_continuous(name="Catchers View | left/right distance in feet of center of plat", limits=c(-4, 4), breaks=seq(from=-4, to=4, by=2)) + scale_y_continuous(name="Height above plate In Feet", limits=c(-2, 6), breaks=seq(from=-2, to=6, by=1))## Warning: Ignoring unknown aesthetics: text
## Warning: Ignoring unknown aesthetics: textggplotly(graphed) ## We recommend that you use the dev version of ggplot2 with `ggplotly()`
## Install it with: `devtools::install_github('hadley/ggplot2')`